MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202521110527 A) filed by Symbiosis International, Pune, Maharashtra on Nov. 12, 2025, for 'adaptive power management and predictive lifecycle system for iot devices.'

Inventor(s) include Vishal Atul Vardhamane; Anwesh Ansumaan Mohapatra; Shreyash Patil; and Dr. Pankaj Pathak.

The application for the patent was published on Dec. 12, under issue no. 50/2025.

According to the abstract released by the Intellectual Property India: "The present invention relates to an adaptive power management and predictive lifecycle system (100) for IoT devices that integrates multi-source energy harvesting (1) from solar (1a), RF (1b), thermal (1c), and kinetic (1d) sources. An adaptive power management controller (2) dynamically selects, combines, and regulates harvested energy based on device demand and environmental yield. A predictive analytics engine (3), operating at the edge or cloud, analyzes voltage, current, temperature, and signal-quality data to forecast remaining useful life and issue alerts. The edge module (4) handles data aggregation, anomaly detection, and recovery, while cloud fleet management (5) oversees updates, registries, and maintenance. Firmware enables dynamic operation modes high-performance, standard, conservation, and hibernation based on energy predictions. Self-healing logic redistributes loads from failed nodes, enhancing uptime and device longevity across industrial, agricultural, and urban networks."

Disclaimer: Curated by HT Syndication.